AI Visibility Scorecard
johnwlong.com · Technology
Somewhat visible. AI bots can read Hire John W. LongContextStoreRadiant CMSZest Icons, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI
#667,357 of 2,707,329 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Hire John W. LongContextStoreRadiant CMSZest Icons describes itself simply: "A multi-discipline product leader with 20+ years experience building web apps & leading software teams. Currently seeking a leadership role where I can collaborate on product and design." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.2/10, Hire John W. LongContextStoreRadiant CMSZest Icons has a working base to build on - fixable, and the signals above are where to start.
Have a role that’d be perfect for me?
Get in touchMade with ❤️ in North Carolina. Copyright © John W. Long.
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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnwlong
Cite this score: Engagemii (2026). "AEO Score for Hire John W. LongContextStoreRadiant CMSZest Icons." Retrieved from https://engagemii.com/aeo/brands/johnwlong
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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